{"id":"https://openalex.org/W2977384232","doi":null,"title":"To Explain or not to Explain: the Effects of Personal Characteristics when Explaining Feature-based Recommendations in Different Domains.","display_name":"To Explain or not to Explain: the Effects of Personal Characteristics when Explaining Feature-based Recommendations in Different Domains.","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2977384232","mag":"2977384232"},"language":"en","primary_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/641291","doi":null,"is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/641291","pdf_url":"https://lirias.kuleuven.be/retrieve/52eca0d6-a380-4be8-9a1e-2453b5465f5d","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IntRS, Kopenhagen","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/retrieve/52eca0d6-a380-4be8-9a1e-2453b5465f5d","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048135872","display_name":"Martijn Millecamp","orcid":"https://orcid.org/0000-0002-5542-0067","observed_orcids":["https://orcid.org/0000-0002-5542-0067"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Martijn Millecamp","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-5542-0067","affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071795923","display_name":"Sidra Naveed","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sidra Naveed","raw_affiliation_strings":["University of Duisburg-Essen, Essen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076331387","display_name":"Katrien Verbert","orcid":"https://orcid.org/0000-0001-6699-7710","observed_orcids":["https://orcid.org/0000-0001-6699-7710"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Katrien Verbert","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-6699-7710","affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040353606","display_name":"J\u00fcrgen Ziegler","orcid":"https://orcid.org/0000-0001-9603-5272","observed_orcids":["https://orcid.org/0000-0001-9603-5272"]},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Ziegler","raw_affiliation_strings":["University of Duisburg-Essen, Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9603-5272","affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.1071857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.8622999787330627,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.8622999787330627,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.09950000047683716,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.00800000037997961,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/personal-characteristics","display_name":"personal characteristics","score":0.7409999966621399},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.6470000147819519},{"id":"https://openalex.org/keywords/explainability","display_name":"explainability","score":0.48100000619888306},{"id":"https://openalex.org/keywords/user-modeling","display_name":"user modeling","score":0.36399999260902405},{"id":"https://openalex.org/keywords/domain-differences","display_name":"domain differences","score":0.4519999921321869}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5601149797439575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.520305871963501},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.345365047454834},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/641291","doi":null,"is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/641291","pdf_url":"https://lirias.kuleuven.be/retrieve/52eca0d6-a380-4be8-9a1e-2453b5465f5d","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IntRS, Kopenhagen","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:2977384232","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-2450/paper2.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S7407086088","display_name":"ACM Conference on Recommender Systems (RecSys)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Conference on Recommender Systems","raw_type":null}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/641291","doi":null,"is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/641291","pdf_url":"https://lirias.kuleuven.be/retrieve/52eca0d6-a380-4be8-9a1e-2453b5465f5d","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IntRS, Kopenhagen","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2977384232.pdf","grobid_xml":"https://content.openalex.org/works/W2977384232.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1887964395","https://openalex.org/W1982343866","https://openalex.org/W1984213915","https://openalex.org/W1992391624","https://openalex.org/W2029963200","https://openalex.org/W2044807464","https://openalex.org/W2058990114","https://openalex.org/W2087906029","https://openalex.org/W2091254174","https://openalex.org/W2112354254","https://openalex.org/W2114281505","https://openalex.org/W2125330369","https://openalex.org/W2126159342","https://openalex.org/W2144969491","https://openalex.org/W2165156415","https://openalex.org/W2344015651","https://openalex.org/W2834192818","https://openalex.org/W2855879784","https://openalex.org/W2880538805","https://openalex.org/W2893840686","https://openalex.org/W2896838436","https://openalex.org/W2898824113","https://openalex.org/W2915495256","https://openalex.org/W2918066172","https://openalex.org/W2951501516"],"related_works":["https://openalex.org/W6922456136","https://openalex.org/W2979013848","https://openalex.org/W4414034763","https://openalex.org/W7099679852","https://openalex.org/W2974791023","https://openalex.org/W2619803100","https://openalex.org/W2915495256","https://openalex.org/W3136935299","https://openalex.org/W3216056356","https://openalex.org/W3094956659"],"abstract_inverted_index":{"In":[0],"our":[1],"daily":[2],"life,":[3],"we":[4,102],"need":[5,191],"to":[6,19,28,36,69],"sift":[7],"through":[8],"various":[9,120,173],"options":[10],"which":[11],"often":[12],"results":[13],"in":[14,119,123,140,172,189],"choice":[15],"overload.Recommender":[16],"systems":[17],"help":[18],"overcome":[20],"this":[21,85],"problem":[22],"by":[23,89,94,178],"suggesting":[24],"potentially":[25],"relevant":[26],"items":[27,35],"the":[29,31,90,154,158,167,180,187],"users.Explaining":[30],"relevancy":[32],"of":[33,49,116,153,169,186],"these":[34,72,76,99],"users":[37],"has":[38,51],"become":[39],"an":[40,56,104],"increasingly":[41],"important":[42],"goal.In":[43],"recent":[44],"years,":[45],"a":[46,143,147],"large":[47],"body":[48],"research":[50,100],"shown":[52],"that":[53,113],"explanations":[54,73,77,115,150,171],"are":[55,78,176],"effective":[57],"means":[58],"for":[59,192],"supporting":[60],"decision-making":[61],"processes.However,":[62],"still":[63],"little":[64],"is":[65,82,87],"known":[66],"on":[67,165],"how":[68,75,84,166],"best":[70],"implement":[71],"and":[74,128,130,137,151,183],"perceived.In":[79],"addition,":[80],"it":[81],"unclear":[83],"perception":[86,168],"affected":[88],"product":[91,125,181],"domain":[92,142],"or":[93],"users'":[95],"personal":[96,184],"characteristics.To":[97],"fill":[98],"gaps,":[101],"conducted":[103,139],"online":[105],"user":[106],"study":[107,145,161],"(N=291)":[108],"with":[109,146],"different":[110,132],"design":[111],"mock-ups":[112],"represent":[114],"feature-based":[117,159,170],"recommendations":[118],"recommendation":[121,133,174],"scenarios":[122,175],"two":[124],"domains":[126,182],"(music":[127],"camera)":[129],"using":[131],"techniques":[134],"(content,":[135],"collaborative,":[136],"hybrid).We":[138],"each":[141],"between-subject":[144],"baseline":[148],"without":[149],"one":[152],"three":[155],"designs":[156],"explaining":[157],"recommendations.The":[160],"offers":[162],"empirical":[163],"evidence":[164],"moderated":[177],"both":[179],"characteristics":[185],"user,":[188],"particular":[190],"cognition.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2019-10-10T00:00:00"}